The flickering fluorescent lights of the waiting room did nothing to soothe Amelia's frayed nerves. Her leg bounced relentlessly, a frantic drumbeat against the worn floral print of the chair. She chewed the inside of her cheek, a familiar habit she'd developed in the last few weeks. Appointments like this were supposed to help, but her chest felt tight, like a band was constricting her. The air hung thick with the scent of disinfectant and something else, something cloying and floral that made her stomach churn. Her gaze darted around, avoiding the glossy brochures promising inner peace.

"Amelia?" The voice was a low, melodic drawl.

Amelia’s head snapped up. Standing in the doorway was…Brenda Miller? The Brenda Miller? The girl who used to delight in tripping her in the hallway, the queen of cutting remarks, the architect of a thousand tiny humiliations? Brenda, now wearing a soft cardigan and a kind smile, a name tag identifying her as a therapist.

"Come on in," Brenda said, gesturing with a hand that seemed, impossibly, gentle. Amelia felt a cold dread crawl up her spine.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169